implement_plan

Automating technical plan implementation is achieved by executing specified file paths with integrated risk assessment and verification steps to ensure success criteria are met. The process supports direct execution for simpler plans and agent orchestration for complex workflows.

Verifying code execution against success criteria involves running post-implementation validation steps after executing the technical plan. The system validates the output, handling any mismatches through clear communication and guided resolution to ensure the criteria are met.

Agent orchestration handles context persistence by delegating complex workflow tasks to specialized sub-agents through persistent handoffs. This mechanism maintains context and enables resumption after interruptions like auto-compaction.

You can implement technical plans directly without agent orchestration for simpler workflows. The system supports both direct implementation and multi-agent orchestration, automatically scaling the execution approach based on the plan's complexity.

Pre-implementation risk assessments work by conducting a premortem analysis before executing the technical plan. This workflow automation step identifies potential failure points early, ensuring systematic execution and reducing errors before code changes begin.

Agent orchestration should be used for complex, multi-phase workflows requiring context persistence and resumability. Direct implementation is suited for simpler plans where specialized sub-agent delegation is unnecessary for successful plan execution.